Joshua Engels
7 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Artificial Intelligence
(3)
Computer Science
(3)
Applications · Computer Science
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Foundations
(1)
Optimization & Theory
(1)
Keywords
sparse autoencoder
(4)
nearest neighbor search
(2)
semantic search
(2)
information retrieval
(1)
locality sensitive hashing
(1)
neural network activation
(1)
approximate nearest neighbor
(1)
approximate search
(1)
inductive bia
(1)
language model
(1)
low-rank adaptation
(1)
downstream task
(1)
mixture of expert
(1)
cross-entropy loss
(1)
modular arithmetic
(1)
group testing
(1)
feature interpretability
(1)
vector search
(1)
approximate nearest neighbor search
(1)
large language model
(1)
Papers
Are Sparse Autoencoders Useful? A Case Study in Sparse Probing
ICML 2025
Efficient Dictionary Learning with Switch Sparse Autoencoders
ICLR 2025
Low-Rank Adapting Models for Sparse Autoencoders
ICML 2025
Not All Language Model Features Are One-Dimensionally Linear
ICLR 2025
Approximate Nearest Neighbor Search with Window Filters
ICML 2024
DESSERT: An Efficient Algorithm for Vector Set Search with Vector Set Queries
NeurIPS 2023
Practical Near Neighbor Search via Group Testing
NeurIPS 2021